Jingyuan Chen

2025

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Comprehend Then Predict: Prompting Large Language Models for Recommendation with Semantic and Collaborative Data.
Zhiang Dong|Liya Hu|Jingyuan Chen|Zhihua Wang|Fei Wu
ACM Transactions on Information Systems (TOIS) 2025 Volume 43 Issue 5
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Debiased Cognition Representation Learning for Knowledge Tracing.
Xiangwei Lv|Guifeng Wang|Jingyuan Chen|Hejian Su|Zhiang Dong|Yumeng Zhu|Beishui Liao|Fei Wu
ACM Transactions on Information Systems (TOIS) 2025 Volume 43 Issue 5
doi dblp
Grasp the Key Takeaways from Source Domain for Few Shot Graph Domain Adaptation.
Xiangwei Lv|Jingyuan Chen|Mengze Li|Yongduo Sui|Zemin Liu|Beishui Liao
Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025
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Disentangled Knowledge Tracing for Alleviating Cognitive Bias.
Yiyun Zhou|Zheqi Lv|Shengyu Zhang|Jingyuan Chen
Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025

2024

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FedPAM: Federated Personalized Augmentation Model for Text-to-Image Retrieval.
Yueying Feng|Fan Ma|Wang Lin|Chang Yao|Jingyuan Chen|Yi Yang
Proceedings of the 2024 International Conference on Multimedia Retrieval, ICMR 2024, Phuket, Thailand, June 10-14, 2024

2018

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Fine-grained Video Attractiveness Prediction Using Multimodal Deep Learning on a Large Real-world Dataset.
Xinpeng Chen|Jingyuan Chen|Lin Ma|Jian Yao|Wei Liu|Jiebo Luo|Tong Zhang
Companion Proceedings of the The Web Conference 2018, WWW 2018, Lyon , France, April 23-27, 2018

2017

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Attentive Collaborative Filtering: Multimedia Recommendation with Item- and Component-Level Attention.
Jingyuan Chen|Hanwang Zhang|Xiangnan He|Liqiang Nie|Wei Liu|Tat-Seng Chua
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, Shinjuku, Tokyo, Japan, August 7-11, 2017